One-shot multi-set non-rigid feature-spatial matching

• Published in: 2010 IEEE Computer Society Conference on Computer Vision and Pattern Recognition pp. 3058 - 3065
• Main Authors: Torki, Marwan, Elgammal, Ahmed
• Format: Conference Proceeding
• Language: English
• Published: IEEE 01.06.2010
• Subjects: Computer science; Computer vision; Deformable models; Embedded computing; Encoding; Geometry; NP-hard problem; Robustness; Scalability

We introduce a novel framework for nonrigid feature matching among multiple sets in a way that takes into consideration both the feature descriptor and the features spatial arrangement. We learn an embedded representation that combines both the descriptor similarity and the spatial arrangement in a...